Conformal-RAG applies conformal prediction with a retrieval-based relevance score to guarantee the factuality of retained sub-claims in RAG responses.
Cresswell, Yi Sui, Bhargava Kumar, and Noël Vouitsis
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Response Quality Assessment for Retrieval-Augmented Generation via Conditional Conformal Factuality
Conformal-RAG applies conformal prediction with a retrieval-based relevance score to guarantee the factuality of retained sub-claims in RAG responses.